{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_editby","slug":"editby","name":"Editby","type":"product","url":"https://www.editby.ai","page_url":"https://unfragile.ai/editby","categories":["text-writing"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_editby__cap_0","uri":"capability://text.generation.language.brand.kit.driven.content.generation.with.voice.consistency.enforcement","name":"brand kit-driven content generation with voice consistency enforcement","description":"Generates marketing and social content while enforcing brand voice, tone, and style guidelines stored in a centralized brand kit. The system likely uses prompt injection or retrieval-augmented generation (RAG) to embed brand parameters into the LLM context before generation, ensuring outputs match predefined brand attributes across all content pieces. This prevents the fragmented messaging problem where different team members produce inconsistent brand voice.","intents":["I need to generate 10 social media posts that all sound like my brand, not generic AI content","How do I ensure my marketing team doesn't accidentally deviate from our brand voice when using AI writing tools","I want to define my brand's tone once and have it automatically applied to all content generation"],"best_for":["Marketing teams managing multiple brand accounts or sub-brands","Agencies handling 5+ client accounts with distinct brand voices","Solo creators wanting to scale content without losing personal voice"],"limitations":["Brand kit enforcement quality depends on how well guidelines are articulated — vague tone descriptions may not translate to consistent outputs","No multi-language brand voice support mentioned — likely English-only for brand kit parameters","Brand kit updates may not retroactively apply to previously generated content, requiring manual review"],"requires":["Active Editby account (freemium or paid tier)","Brand kit setup with tone, style, and messaging guidelines defined","At least one LLM provider integration (likely built-in Claude or GPT-4)"],"input_types":["text prompts describing content intent","brand kit parameters (tone descriptors, style guidelines, brand values)","content type specification (social post, blog, email, etc.)"],"output_types":["generated text content","multiple content variations","structured metadata (suggested hashtags, optimal post length)"],"categories":["text-generation-language","brand-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_editby__cap_1","uri":"capability://automation.workflow.multi.channel.social.media.publishing.with.format.adaptation","name":"multi-channel social media publishing with format adaptation","description":"Automatically adapts generated content to platform-specific requirements (character limits, aspect ratios, hashtag conventions) and publishes directly to connected social accounts (Twitter, LinkedIn, Instagram, Facebook, etc.). The system likely maintains a mapping of platform specifications and applies transformation rules to reformat content for each channel, eliminating manual copy-paste workflows. Integration points include OAuth connections to social platform APIs for direct posting.","intents":["I wrote one piece of content but need it posted to Twitter, LinkedIn, and Instagram with platform-specific formatting","How do I avoid manually reformatting the same message for 5 different social platforms","I want to schedule content across all my social channels from one interface"],"best_for":["Marketing teams managing 3+ social accounts simultaneously","Agencies publishing on behalf of multiple clients","Solo creators wanting to maximize content reach without manual reformatting"],"limitations":["Platform-specific API rate limits may throttle bulk publishing — likely queues posts if limits are hit","OAuth token refresh failures could interrupt publishing workflows — requires manual re-authentication","No native support for platform-specific features like Instagram Reels or TikTok video — text-only or image-based content only","Freemium tier likely restricts number of connected accounts or posts per month"],"requires":["Active Editby account with social publishing tier (likely paid feature)","OAuth authentication with target social platforms (Twitter API v2, Meta Graph API, LinkedIn API)","Valid API credentials with appropriate scopes (post, schedule, read insights)"],"input_types":["generated or user-written text content","optional images or media assets","scheduling metadata (publish time, timezone)"],"output_types":["published posts on target platforms","scheduling confirmations with platform-specific post IDs","engagement metrics (likes, shares, comments) if integrated"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_editby__cap_2","uri":"capability://automation.workflow.collaborative.content.editing.with.real.time.team.feedback","name":"collaborative content editing with real-time team feedback","description":"Enables multiple team members to edit, comment, and approve content in real-time before publishing. The system likely uses operational transformation (OT) or conflict-free replicated data types (CRDTs) to handle concurrent edits without conflicts, similar to Google Docs. Approval workflows and comment threads allow non-technical stakeholders to provide feedback without direct editing access, maintaining version history and audit trails.","intents":["I need my team to review and approve AI-generated content before it goes live","How do I prevent multiple team members from overwriting each other's edits on the same piece","I want to track who approved what content and when for compliance purposes"],"best_for":["Marketing teams with 3+ members requiring approval workflows","Agencies managing client review cycles","Regulated industries needing audit trails for content approval"],"limitations":["Real-time collaboration may introduce latency for users on slow connections — likely 500ms+ sync delays","Freemium tier probably limits number of concurrent editors or comment threads","No offline editing support mentioned — requires active internet connection for real-time sync","Version history retention likely limited on freemium tier (7-30 days vs. unlimited on paid)"],"requires":["Active Editby account with team collaboration tier","Team member invitations with role-based permissions (editor, reviewer, approver)","Modern browser with WebSocket support for real-time sync"],"input_types":["text content (generated or user-written)","comments and feedback annotations","approval decisions with optional notes"],"output_types":["edited content with change tracking","approval status and audit trail","version history with rollback capability"],"categories":["automation-workflow","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_editby__cap_3","uri":"capability://text.generation.language.seo.optimized.content.generation.with.keyword.targeting","name":"seo-optimized content generation with keyword targeting","description":"Generates marketing content optimized for search engine rankings by incorporating target keywords, meta descriptions, and SEO best practices into the generation process. The system likely accepts keyword input and uses prompt engineering or retrieval of SEO guidelines to ensure generated content naturally incorporates keywords while maintaining readability. May include integration with SEO tools for keyword research and competitor analysis.","intents":["I need to generate blog content that ranks for specific keywords without sounding like keyword-stuffed spam","How do I ensure my AI-generated content follows SEO best practices for meta descriptions and headers","I want to generate multiple content variations optimized for different keyword clusters"],"best_for":["Content marketers targeting specific search keywords","SEO agencies managing content calendars for multiple clients","E-commerce teams generating product descriptions optimized for search"],"limitations":["Keyword incorporation quality varies — may produce awkward phrasing if keywords are forced into content","No real-time SERP tracking or ranking monitoring — requires external SEO tools for performance validation","Limited to on-page SEO factors — no backlink strategy, technical SEO, or domain authority improvements","Freemium tier likely limits keyword research integrations or number of optimized pieces per month"],"requires":["Active Editby account with SEO features enabled","Target keywords or keyword research data (manual input or integrated tool)","Optional: API key for external SEO tool (Ahrefs, SEMrush, Moz) if integrated"],"input_types":["target keywords or keyword clusters","content type (blog post, product description, landing page)","optional competitor URLs for analysis","target word count and content structure"],"output_types":["SEO-optimized text content","suggested meta descriptions and title tags","keyword density and placement analytics","readability scores and improvement suggestions"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_editby__cap_4","uri":"capability://text.generation.language.content.template.library.with.customizable.workflows","name":"content template library with customizable workflows","description":"Provides pre-built content templates for common marketing scenarios (social posts, email campaigns, landing pages, product descriptions) that can be customized with brand kit parameters and content-specific variables. Templates likely use variable substitution and conditional logic to adapt to different content types and brand guidelines. Users can create custom templates to standardize their own content workflows.","intents":["I need to generate 50 product descriptions quickly without writing each one from scratch","How do I create a reusable template that my team can use for consistent email campaigns","I want to generate social media content variations using a template that enforces my brand voice"],"best_for":["E-commerce teams generating bulk product content","Marketing teams running recurring campaigns with consistent structure","Agencies standardizing content workflows across multiple clients"],"limitations":["Template customization depth limited — may not support complex conditional logic or nested variables","Freemium tier likely includes only basic templates — custom template creation probably restricted to paid tiers","Template versioning not mentioned — updates to templates may not apply to previously generated content","No template sharing across teams or organizations mentioned — likely siloed per account"],"requires":["Active Editby account","Template selection or custom template creation capability","Variable definitions matching template placeholders"],"input_types":["template selection from library","variable values (product name, price, brand voice, etc.)","optional: custom template definition with variable placeholders"],"output_types":["generated content populated with variables","multiple content variations from single template","template usage analytics (how many times used, performance metrics)"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_editby__cap_5","uri":"capability://data.processing.analysis.content.performance.analytics.and.insights.dashboard","name":"content performance analytics and insights dashboard","description":"Aggregates engagement metrics (views, clicks, shares, comments) from published content across multiple social platforms and provides analytics dashboards showing performance trends. The system likely polls social platform APIs periodically to fetch engagement data and stores it in a time-series database for trend analysis. May include AI-powered insights suggesting which content types or topics perform best for the user's audience.","intents":["I need to see which of my AI-generated posts performed best across all social channels","How do I identify content patterns that drive the most engagement for my brand","I want to understand which topics or formats resonate with my audience to improve future content"],"best_for":["Marketing teams optimizing content strategy based on performance data","Agencies reporting on content performance to clients","Content creators wanting to understand audience preferences"],"limitations":["Analytics data is delayed — likely 1-24 hour lag from social platform APIs due to eventual consistency","Freemium tier probably shows basic metrics only (views, likes) — advanced analytics (audience demographics, traffic sources) restricted to paid tiers","Historical data retention limited — likely 90 days on freemium, 1+ year on paid","No predictive analytics or forecasting — only historical performance analysis","Cross-platform attribution complex — may not accurately track which channel drove conversions"],"requires":["Active Editby account with analytics tier","Connected social media accounts with API access for metrics retrieval","Published content with sufficient history (7+ days) for meaningful analytics"],"input_types":["date range for analytics query","optional: content type or topic filters","optional: platform selection (Twitter, LinkedIn, Instagram, etc.)"],"output_types":["engagement metrics (views, likes, shares, comments, click-through rates)","performance trends over time (line charts, bar charts)","audience insights (top performing content types, optimal posting times)","comparative analytics (this post vs. average performance)"],"categories":["data-processing-analysis","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_editby__cap_6","uri":"capability://planning.reasoning.ai.powered.content.ideation.and.topic.suggestions","name":"ai-powered content ideation and topic suggestions","description":"Generates content ideas and topic suggestions based on audience interests, trending topics, and competitor analysis. The system likely uses LLM-based reasoning to synthesize trending data, audience demographics, and competitor content to suggest relevant topics. May integrate with trend-tracking APIs (Twitter trends, Google Trends) or perform semantic analysis on competitor content to identify content gaps.","intents":["I'm out of content ideas — what should I write about next for my audience","How do I identify content gaps compared to my competitors","I want to capitalize on trending topics relevant to my brand without manually researching trends"],"best_for":["Content creators struggling with ideation and content planning","Marketing teams wanting data-driven topic selection","Agencies managing content calendars for multiple clients"],"limitations":["Trend data may be delayed by 24-48 hours — not real-time trend detection","Suggestions are generic without deep audience understanding — requires manual validation against actual audience interests","No integration with audience surveys or direct feedback mechanisms mentioned","Freemium tier likely provides limited suggestions per month or basic topic ideas only"],"requires":["Active Editby account with ideation features","Optional: connected social accounts for audience analysis","Optional: competitor URLs or content sources for gap analysis"],"input_types":["industry or niche specification","target audience description","optional: competitor URLs","optional: content performance history for pattern analysis"],"output_types":["topic suggestions with relevance scores","trending topics relevant to the niche","content gap analysis vs. competitors","suggested content angles or hooks for each topic"],"categories":["planning-reasoning","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_editby__cap_7","uri":"capability://automation.workflow.batch.content.generation.with.bulk.processing","name":"batch content generation with bulk processing","description":"Processes multiple content generation requests in a single batch operation, enabling users to generate dozens or hundreds of pieces of content (e.g., product descriptions, social posts) in one workflow. The system likely queues batch jobs and processes them asynchronously, returning results via email or dashboard notification. May include CSV/spreadsheet import for bulk variable input.","intents":["I need to generate 200 product descriptions for my e-commerce store in one go","How do I batch-generate social media content for an entire month's content calendar","I want to import a spreadsheet of product data and generate descriptions for all of them automatically"],"best_for":["E-commerce teams managing large product catalogs","Marketing teams planning content calendars in bulk","Agencies generating content for multiple clients simultaneously"],"limitations":["Batch processing is asynchronous — results not immediately available, likely 5-60 minute wait depending on batch size","Freemium tier likely limits batch size (10-50 items) or number of batches per month","No real-time progress tracking mentioned — users must wait for completion notification","Batch quality may vary — no per-item review before generation, only post-hoc editing","CSV import may have strict format requirements — malformed data could cause batch failures"],"requires":["Active Editby account with batch processing capability","CSV/spreadsheet file with variable data or list of content prompts","Template or content generation parameters for batch consistency"],"input_types":["CSV/spreadsheet file with variable data","template selection or custom generation parameters","batch metadata (content type, brand kit selection, publishing schedule)"],"output_types":["generated content for all items in batch","downloadable CSV or JSON with results","batch processing report (success rate, errors, processing time)"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"high","permissions":["Active Editby account (freemium or paid tier)","Brand kit setup with tone, style, and messaging guidelines defined","At least one LLM provider integration (likely built-in Claude or GPT-4)","Active Editby account with social publishing tier (likely paid feature)","OAuth authentication with target social platforms (Twitter API v2, Meta Graph API, LinkedIn API)","Valid API credentials with appropriate scopes (post, schedule, read insights)","Active Editby account with team collaboration tier","Team member invitations with role-based permissions (editor, reviewer, approver)","Modern browser with WebSocket support for real-time sync","Active Editby account with SEO features enabled"],"failure_modes":["Brand kit enforcement quality depends on how well guidelines are articulated — vague tone descriptions may not translate to consistent outputs","No multi-language brand voice support mentioned — likely English-only for brand kit parameters","Brand kit updates may not retroactively apply to previously generated content, requiring manual review","Platform-specific API rate limits may throttle bulk publishing — likely queues posts if limits are hit","OAuth token refresh failures could interrupt publishing workflows — requires manual re-authentication","No native support for platform-specific features like Instagram Reels or TikTok video — text-only or image-based content only","Freemium tier likely restricts number of connected accounts or posts per month","Real-time collaboration may introduce latency for users on slow connections — likely 500ms+ sync delays","Freemium tier probably limits number of concurrent editors or comment threads","No offline editing support mentioned — requires active internet connection for real-time sync","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:30.283Z","last_scraped_at":"2026-04-05T13:23:42.561Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=editby","compare_url":"https://unfragile.ai/compare?artifact=editby"}},"signature":"MeYESU4/H6Wu1kZGyxrMUO7gH+XMDeVV3BzcqepsPqzVYgBHyxvUM+iEuiz24O5hpYbJrg4UJ6fHaNLxmBiaCg==","signedAt":"2026-06-20T08:04:52.614Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/editby","artifact":"https://unfragile.ai/editby","verify":"https://unfragile.ai/api/v1/verify?slug=editby","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}